Overview

Peter Stainberger, creator of PSPDFkit (used on 1 billion+ devices) and now Clawbot, shares how AI has fundamentally changed his software development workflow. He explains why he no longer reads most code he ships yet maintains quality through architectural thinking and validation loops. After burning out from his PDF company, taking a 3-year break, and returning to find AI transformed development, he now merges 600 commits daily using AI agents while focusing on system design rather than code implementation.

Key Takeaways

  • Focus on architectural thinking over code implementation - AI handles the plumbing while you design the system structure and user experience
  • Close the validation loop - AI excels at coding because code can be compiled, tested, and verified unlike creative writing; design your systems to enable automated testing
  • Embrace parallel agent management - Modern development means orchestrating multiple AI agents simultaneously, requiring mental context switching skills similar to chess grandmasters playing multiple boards
  • Shift from code reviews to prompt reviews - Understanding how someone solved a problem (their prompts) provides higher signal than reviewing the generated code itself
  • Design for agent consumption - Structure codebases and workflows to be easily navigated by AI agents, not just human developers

Topics Covered